Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 85122 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 18.3 MiB |
| Average record size in memory | 224.8 B |
Variable types
| Numeric | 20 |
|---|---|
| Categorical | 4 |
date has a high cardinality: 1361 distinct values | High cardinality |
id_x is highly overall correlated with country_id and 1 other fields | High correlation |
match_api_id is highly overall correlated with season | High correlation |
B365H is highly overall correlated with BWH and 5 other fields | High correlation |
BWH is highly overall correlated with B365H and 5 other fields | High correlation |
IWH is highly overall correlated with B365H and 5 other fields | High correlation |
LBH is highly overall correlated with B365H and 5 other fields | High correlation |
WHH is highly overall correlated with B365H and 5 other fields | High correlation |
VCH is highly overall correlated with B365H and 5 other fields | High correlation |
avgOdds is highly overall correlated with B365H and 5 other fields | High correlation |
country_id is highly overall correlated with id_x and 1 other fields | High correlation |
league_id is highly overall correlated with id_x and 1 other fields | High correlation |
season is highly overall correlated with match_api_id | High correlation |
homeTeamID is highly skewed (γ1 = 27.14622012) | Skewed |
away_team_api_id is highly skewed (γ1 = 21.85942501) | Skewed |
Reproduction
| Analysis started | 2023-02-28 23:46:01.442867 |
|---|---|
| Analysis finished | 2023-02-28 23:46:57.510588 |
| Duration | 56.07 seconds |
| Software version | pandas-profiling vv3.6.3 |
| Download configuration | config.json |
id_x
Real number (ℝ)
| Distinct | 14503 |
|---|---|
| Distinct (%) | 17.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10708.051 |
| Minimum | 1729 |
|---|---|
| Maximum | 24557 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | 1729 |
|---|---|
| 5-th percentile | 2439 |
| Q1 | 5312 |
| median | 8967 |
| Q3 | 12652 |
| 95-th percentile | 23815 |
| Maximum | 24557 |
| Range | 22828 |
| Interquartile range (IQR) | 7340 |
Descriptive statistics
| Standard deviation | 7005.7292 |
|---|---|
| Coefficient of variation (CV) | 0.65424879 |
| Kurtosis | -0.59839634 |
| Mean | 10708.051 |
| Median Absolute Deviation (MAD) | 3671 |
| Skewness | 0.82642879 |
| Sum | 9.1149069 × 108 |
| Variance | 49080242 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1729 | 6 | < 0.1% |
| 10476 | 6 | < 0.1% |
| 13250 | 6 | < 0.1% |
| 13270 | 6 | < 0.1% |
| 10263 | 6 | < 0.1% |
| 10288 | 6 | < 0.1% |
| 10312 | 6 | < 0.1% |
| 10331 | 6 | < 0.1% |
| 10349 | 6 | < 0.1% |
| 10387 | 6 | < 0.1% |
| Other values (14493) | 85062 |
| Value | Count | Frequency (%) |
| 1729 | 6 | |
| 1730 | 6 | |
| 1731 | 6 | |
| 1732 | 6 | |
| 1733 | 6 | |
| 1734 | 6 | |
| 1735 | 6 | |
| 1736 | 6 | |
| 1737 | 6 | |
| 1738 | 6 |
| Value | Count | Frequency (%) |
| 24557 | 6 | |
| 24556 | 5 | |
| 24555 | 6 | |
| 24554 | 6 | |
| 24553 | 6 | |
| 24552 | 6 | |
| 24551 | 6 | |
| 24550 | 6 | |
| 24549 | 6 | |
| 24548 | 6 |
country_id
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 MiB |
| 1729 | |
|---|---|
| 21518 | |
| 4769 | |
| 10257 | |
| 7809 |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.4111276 |
| Min length | 4 |
Characters and Unicode
| Total characters | 375484 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1729 |
|---|---|
| 2nd row | 1729 |
| 3rd row | 1729 |
| 4th row | 1729 |
| 5th row | 1729 |
Common Values
| Value | Count | Frequency (%) |
| 1729 | 18216 | |
| 21518 | 17786 | |
| 4769 | 17479 | |
| 10257 | 17210 | |
| 7809 | 14431 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1729 | 18216 | |
| 21518 | 17786 | |
| 4769 | 17479 | |
| 10257 | 17210 | |
| 7809 | 14431 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 70998 | |
| 7 | 67336 | |
| 2 | 53212 | |
| 9 | 50126 | |
| 5 | 34996 | |
| 8 | 32217 | |
| 0 | 31641 | |
| 4 | 17479 | 4.7% |
| 6 | 17479 | 4.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 375484 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 70998 | |
| 7 | 67336 | |
| 2 | 53212 | |
| 9 | 50126 | |
| 5 | 34996 | |
| 8 | 32217 | |
| 0 | 31641 | |
| 4 | 17479 | 4.7% |
| 6 | 17479 | 4.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 375484 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 70998 | |
| 7 | 67336 | |
| 2 | 53212 | |
| 9 | 50126 | |
| 5 | 34996 | |
| 8 | 32217 | |
| 0 | 31641 | |
| 4 | 17479 | 4.7% |
| 6 | 17479 | 4.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 375484 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 70998 | |
| 7 | 67336 | |
| 2 | 53212 | |
| 9 | 50126 | |
| 5 | 34996 | |
| 8 | 32217 | |
| 0 | 31641 | |
| 4 | 17479 | 4.7% |
| 6 | 17479 | 4.7% |
league_id
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 MiB |
| 1729 | |
|---|---|
| 21518 | |
| 4769 | |
| 10257 | |
| 7809 |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.4111276 |
| Min length | 4 |
Characters and Unicode
| Total characters | 375484 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1729 |
|---|---|
| 2nd row | 1729 |
| 3rd row | 1729 |
| 4th row | 1729 |
| 5th row | 1729 |
Common Values
| Value | Count | Frequency (%) |
| 1729 | 18216 | |
| 21518 | 17786 | |
| 4769 | 17479 | |
| 10257 | 17210 | |
| 7809 | 14431 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1729 | 18216 | |
| 21518 | 17786 | |
| 4769 | 17479 | |
| 10257 | 17210 | |
| 7809 | 14431 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 70998 | |
| 7 | 67336 | |
| 2 | 53212 | |
| 9 | 50126 | |
| 5 | 34996 | |
| 8 | 32217 | |
| 0 | 31641 | |
| 4 | 17479 | 4.7% |
| 6 | 17479 | 4.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 375484 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 70998 | |
| 7 | 67336 | |
| 2 | 53212 | |
| 9 | 50126 | |
| 5 | 34996 | |
| 8 | 32217 | |
| 0 | 31641 | |
| 4 | 17479 | 4.7% |
| 6 | 17479 | 4.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 375484 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 70998 | |
| 7 | 67336 | |
| 2 | 53212 | |
| 9 | 50126 | |
| 5 | 34996 | |
| 8 | 32217 | |
| 0 | 31641 | |
| 4 | 17479 | 4.7% |
| 6 | 17479 | 4.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 375484 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 70998 | |
| 7 | 67336 | |
| 2 | 53212 | |
| 9 | 50126 | |
| 5 | 34996 | |
| 8 | 32217 | |
| 0 | 31641 | |
| 4 | 17479 | 4.7% |
| 6 | 17479 | 4.7% |
season
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 MiB |
| 2013/2014 | |
|---|---|
| 2010/2011 | |
| 2012/2013 | |
| 2014/2015 | |
| 2011/2012 | |
| Other values (3) |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 9 |
| Min length | 9 |
Characters and Unicode
| Total characters | 766098 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2008/2009 |
|---|---|
| 2nd row | 2008/2009 |
| 3rd row | 2008/2009 |
| 4th row | 2008/2009 |
| 5th row | 2008/2009 |
Common Values
| Value | Count | Frequency (%) |
| 2013/2014 | 10760 | |
| 2010/2011 | 10753 | |
| 2012/2013 | 10751 | |
| 2014/2015 | 10644 | |
| 2011/2012 | 10640 | |
| 2008/2009 | 10586 | |
| 2009/2010 | 10575 | |
| 2015/2016 | 10413 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2013/2014 | 10760 | |
| 2010/2011 | 10753 | |
| 2012/2013 | 10751 | |
| 2014/2015 | 10644 | |
| 2011/2012 | 10640 | |
| 2008/2009 | 10586 | |
| 2009/2010 | 10575 | |
| 2015/2016 | 10413 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 223319 | |
| 2 | 191635 | |
| 1 | 159890 | |
| / | 85122 | 11.1% |
| 3 | 21511 | 2.8% |
| 4 | 21404 | 2.8% |
| 9 | 21161 | 2.8% |
| 5 | 21057 | 2.7% |
| 8 | 10586 | 1.4% |
| 6 | 10413 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 680976 | |
| Other Punctuation | 85122 | 11.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 223319 | |
| 2 | 191635 | |
| 1 | 159890 | |
| 3 | 21511 | 3.2% |
| 4 | 21404 | 3.1% |
| 9 | 21161 | 3.1% |
| 5 | 21057 | 3.1% |
| 8 | 10586 | 1.6% |
| 6 | 10413 | 1.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 85122 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 766098 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 223319 | |
| 2 | 191635 | |
| 1 | 159890 | |
| / | 85122 | 11.1% |
| 3 | 21511 | 2.8% |
| 4 | 21404 | 2.8% |
| 9 | 21161 | 2.8% |
| 5 | 21057 | 2.7% |
| 8 | 10586 | 1.4% |
| 6 | 10413 | 1.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 766098 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 223319 | |
| 2 | 191635 | |
| 1 | 159890 | |
| / | 85122 | 11.1% |
| 3 | 21511 | 2.8% |
| 4 | 21404 | 2.8% |
| 9 | 21161 | 2.8% |
| 5 | 21057 | 2.7% |
| 8 | 10586 | 1.4% |
| 6 | 10413 | 1.4% |
date
Categorical
| Distinct | 1361 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 MiB |
| 2012-05-13 00:00:00 | 221 |
|---|---|
| 2012-04-07 00:00:00 | 210 |
| 2013-03-30 00:00:00 | 208 |
| 2015-04-04 00:00:00 | 200 |
| 2010-04-03 00:00:00 | 194 |
| Other values (1356) |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 19 |
| Min length | 19 |
Characters and Unicode
| Total characters | 1617318 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 4 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2008-08-17 00:00:00 |
|---|---|
| 2nd row | 2008-08-17 00:00:00 |
| 3rd row | 2008-08-17 00:00:00 |
| 4th row | 2008-08-17 00:00:00 |
| 5th row | 2008-08-17 00:00:00 |
Common Values
| Value | Count | Frequency (%) |
| 2012-05-13 00:00:00 | 221 | 0.3% |
| 2012-04-07 00:00:00 | 210 | 0.2% |
| 2013-03-30 00:00:00 | 208 | 0.2% |
| 2015-04-04 00:00:00 | 200 | 0.2% |
| 2010-04-03 00:00:00 | 194 | 0.2% |
| 2009-04-11 00:00:00 | 192 | 0.2% |
| 2011-05-07 00:00:00 | 191 | 0.2% |
| 2008-10-29 00:00:00 | 183 | 0.2% |
| 2015-05-23 00:00:00 | 180 | 0.2% |
| 2011-02-05 00:00:00 | 180 | 0.2% |
| Other values (1351) | 83163 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 00:00:00 | 85122 | |
| 2012-05-13 | 221 | 0.1% |
| 2012-04-07 | 210 | 0.1% |
| 2013-03-30 | 208 | 0.1% |
| 2015-04-04 | 200 | 0.1% |
| 2010-04-03 | 194 | 0.1% |
| 2009-04-11 | 192 | 0.1% |
| 2011-05-07 | 191 | 0.1% |
| 2008-10-29 | 183 | 0.1% |
| 2015-05-23 | 180 | 0.1% |
| Other values (1352) | 83343 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 721808 | |
| - | 170244 | 10.5% |
| : | 170244 | 10.5% |
| 1 | 161743 | 10.0% |
| 2 | 152302 | 9.4% |
| 85122 | 5.3% | |
| 3 | 33030 | 2.0% |
| 4 | 28640 | 1.8% |
| 9 | 26945 | 1.7% |
| 5 | 26285 | 1.6% |
| Other values (3) | 40955 | 2.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1191708 | |
| Dash Punctuation | 170244 | 10.5% |
| Other Punctuation | 170244 | 10.5% |
| Space Separator | 85122 | 5.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 721808 | |
| 1 | 161743 | 13.6% |
| 2 | 152302 | 12.8% |
| 3 | 33030 | 2.8% |
| 4 | 28640 | 2.4% |
| 9 | 26945 | 2.3% |
| 5 | 26285 | 2.2% |
| 8 | 18871 | 1.6% |
| 6 | 14029 | 1.2% |
| 7 | 8055 | 0.7% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 170244 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 170244 |
Space Separator
| Value | Count | Frequency (%) |
| 85122 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1617318 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 721808 | |
| - | 170244 | 10.5% |
| : | 170244 | 10.5% |
| 1 | 161743 | 10.0% |
| 2 | 152302 | 9.4% |
| 85122 | 5.3% | |
| 3 | 33030 | 2.0% |
| 4 | 28640 | 1.8% |
| 9 | 26945 | 1.7% |
| 5 | 26285 | 1.6% |
| Other values (3) | 40955 | 2.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1617318 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 721808 | |
| - | 170244 | 10.5% |
| : | 170244 | 10.5% |
| 1 | 161743 | 10.0% |
| 2 | 152302 | 9.4% |
| 85122 | 5.3% | |
| 3 | 33030 | 2.0% |
| 4 | 28640 | 1.8% |
| 9 | 26945 | 1.7% |
| 5 | 26285 | 1.6% |
| Other values (3) | 40955 | 2.5% |
match_api_id
Real number (ℝ)
| Distinct | 14503 |
|---|---|
| Distinct (%) | 17.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1196854.3 |
| Minimum | 483129 |
|---|---|
| Maximum | 2118418 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | 483129 |
|---|---|
| 5-th percentile | 489392 |
| Q1 | 829888.25 |
| median | 1216804 |
| Q3 | 1536862 |
| 95-th percentile | 2030088 |
| Maximum | 2118418 |
| Range | 1635289 |
| Interquartile range (IQR) | 706973.75 |
Descriptive statistics
| Standard deviation | 491767.11 |
|---|---|
| Coefficient of variation (CV) | 0.41088303 |
| Kurtosis | -1.1730164 |
| Mean | 1196854.3 |
| Median Absolute Deviation (MAD) | 386875 |
| Skewness | 0.23275169 |
| Sum | 1.0187863 × 1011 |
| Variance | 2.4183489 × 1011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 489042 | 6 | < 0.1% |
| 539848 | 6 | < 0.1% |
| 2060390 | 6 | < 0.1% |
| 2060430 | 6 | < 0.1% |
| 537638 | 6 | < 0.1% |
| 539666 | 6 | < 0.1% |
| 539692 | 6 | < 0.1% |
| 539711 | 6 | < 0.1% |
| 539729 | 6 | < 0.1% |
| 539759 | 6 | < 0.1% |
| Other values (14493) | 85062 |
| Value | Count | Frequency (%) |
| 483129 | 6 | |
| 483130 | 6 | |
| 483131 | 6 | |
| 483132 | 4 | |
| 483133 | 6 | |
| 483134 | 6 | |
| 483135 | 6 | |
| 483136 | 6 | |
| 483137 | 6 | |
| 483138 | 6 |
| Value | Count | Frequency (%) |
| 2118418 | 6 | |
| 2060645 | 6 | |
| 2060644 | 6 | |
| 2060643 | 6 | |
| 2060642 | 6 | |
| 2060641 | 6 | |
| 2060640 | 6 | |
| 2060639 | 6 | |
| 2060638 | 6 | |
| 2060637 | 6 |
homeTeamID
Real number (ℝ)
| Distinct | 164 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9356.3284 |
| Minimum | 4087 |
|---|---|
| Maximum | 208931 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | 4087 |
|---|---|
| 5-th percentile | 8178 |
| Q1 | 8535 |
| median | 8686 |
| Q3 | 9869 |
| 95-th percentile | 10260 |
| Maximum | 208931 |
| Range | 204844 |
| Interquartile range (IQR) | 1334 |
Descriptive statistics
| Standard deviation | 5639.3222 |
|---|---|
| Coefficient of variation (CV) | 0.60272812 |
| Kurtosis | 827.31043 |
| Mean | 9356.3284 |
| Median Absolute Deviation (MAD) | 509 |
| Skewness | 27.14622 |
| Sum | 7.9642939 × 108 |
| Variance | 31801955 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 8305 | 912 | 1.1% |
| 8689 | 912 | 1.1% |
| 9853 | 912 | 1.1% |
| 9941 | 912 | 1.1% |
| 9864 | 912 | 1.1% |
| 9847 | 912 | 1.1% |
| 8456 | 912 | 1.1% |
| 8634 | 912 | 1.1% |
| 8633 | 912 | 1.1% |
| 9906 | 912 | 1.1% |
| Other values (154) | 76002 |
| Value | Count | Frequency (%) |
| 4087 | 380 | |
| 4170 | 57 | 0.1% |
| 6269 | 68 | 0.1% |
| 6391 | 38 | < 0.1% |
| 7794 | 375 | |
| 7819 | 564 | |
| 7869 | 114 | 0.1% |
| 7878 | 475 | |
| 7943 | 342 | |
| 8121 | 114 | 0.1% |
| Value | Count | Frequency (%) |
| 208931 | 38 | < 0.1% |
| 108893 | 114 | 0.1% |
| 10281 | 456 | |
| 10278 | 95 | 0.1% |
| 10269 | 810 | |
| 10268 | 228 | 0.3% |
| 10267 | 912 | |
| 10261 | 798 | |
| 10260 | 906 | |
| 10252 | 912 |
away_team_api_id
Real number (ℝ)
| Distinct | 164 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9510.4273 |
| Minimum | 4087 |
|---|---|
| Maximum | 208931 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | 4087 |
|---|---|
| 5-th percentile | 8178 |
| Q1 | 8534 |
| median | 8686 |
| Q3 | 9869 |
| 95-th percentile | 10260 |
| Maximum | 208931 |
| Range | 204844 |
| Interquartile range (IQR) | 1335 |
Descriptive statistics
| Standard deviation | 8065.376 |
|---|---|
| Coefficient of variation (CV) | 0.84805611 |
| Kurtosis | 506.51092 |
| Mean | 9510.4273 |
| Median Absolute Deviation (MAD) | 509 |
| Skewness | 21.859425 |
| Sum | 8.0954659 × 108 |
| Variance | 65050290 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 10252 | 912 | 1.1% |
| 10194 | 912 | 1.1% |
| 8456 | 912 | 1.1% |
| 8455 | 912 | 1.1% |
| 8668 | 912 | 1.1% |
| 10260 | 912 | 1.1% |
| 8586 | 912 | 1.1% |
| 8650 | 912 | 1.1% |
| 8472 | 906 | 1.1% |
| 9825 | 906 | 1.1% |
| Other values (154) | 76014 |
| Value | Count | Frequency (%) |
| 4087 | 446 | |
| 4170 | 108 | 0.1% |
| 6269 | 104 | 0.1% |
| 6391 | 110 | 0.1% |
| 7794 | 439 | |
| 7819 | 550 | |
| 7869 | 109 | 0.1% |
| 7878 | 561 | |
| 7943 | 329 | |
| 8121 | 106 | 0.1% |
| Value | Count | Frequency (%) |
| 208931 | 109 | 0.1% |
| 108893 | 114 | 0.1% |
| 10281 | 442 | |
| 10278 | 113 | 0.1% |
| 10269 | 803 | |
| 10268 | 222 | 0.3% |
| 10267 | 890 | |
| 10261 | 792 | |
| 10260 | 912 | |
| 10252 | 912 |
B365H
Real number (ℝ)
| Distinct | 118 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5767614 |
| Minimum | 1.04 |
|---|---|
| Maximum | 26 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | 1.04 |
|---|---|
| 5-th percentile | 1.25 |
| Q1 | 1.67 |
| median | 2.1 |
| Q3 | 2.75 |
| 95-th percentile | 5.75 |
| Maximum | 26 |
| Range | 24.96 |
| Interquartile range (IQR) | 1.08 |
Descriptive statistics
| Standard deviation | 1.7376252 |
|---|---|
| Coefficient of variation (CV) | 0.67434463 |
| Kurtosis | 23.325409 |
| Mean | 2.5767614 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 3.9216386 |
| Sum | 219339.08 |
| Variance | 3.0193413 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.1 | 4059 | 4.8% |
| 2 | 3720 | 4.4% |
| 1.91 | 2948 | 3.5% |
| 2.5 | 2919 | 3.4% |
| 2.2 | 2919 | 3.4% |
| 1.44 | 2363 | 2.8% |
| 2.4 | 2337 | 2.7% |
| 2.25 | 2244 | 2.6% |
| 2.3 | 2202 | 2.6% |
| 1.8 | 1947 | 2.3% |
| Other values (108) | 57464 |
| Value | Count | Frequency (%) |
| 1.04 | 30 | < 0.1% |
| 1.05 | 102 | 0.1% |
| 1.06 | 126 | 0.1% |
| 1.07 | 72 | 0.1% |
| 1.08 | 168 | |
| 1.09 | 54 | 0.1% |
| 1.1 | 204 | |
| 1.11 | 84 | 0.1% |
| 1.13 | 300 | |
| 1.14 | 336 |
| Value | Count | Frequency (%) |
| 26 | 11 | < 0.1% |
| 23 | 5 | < 0.1% |
| 21 | 17 | < 0.1% |
| 19 | 21 | < 0.1% |
| 17 | 41 | < 0.1% |
| 15 | 135 | |
| 14 | 6 | < 0.1% |
| 13 | 235 | |
| 12 | 149 | |
| 11 | 132 |
BWH
Real number (ℝ)
| Distinct | 220 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5241906 |
| Minimum | 1.03 |
|---|---|
| Maximum | 34 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | 1.03 |
|---|---|
| 5-th percentile | 1.25 |
| Q1 | 1.67 |
| median | 2.1 |
| Q3 | 2.7 |
| 95-th percentile | 5.5 |
| Maximum | 34 |
| Range | 32.97 |
| Interquartile range (IQR) | 1.03 |
Descriptive statistics
| Standard deviation | 1.6079208 |
|---|---|
| Coefficient of variation (CV) | 0.63700453 |
| Kurtosis | 27.662383 |
| Mean | 2.5241906 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 3.9201569 |
| Sum | 214864.15 |
| Variance | 2.5854094 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2 | 2827 | 3.3% |
| 2.1 | 2591 | 3.0% |
| 2.05 | 2554 | 3.0% |
| 1.95 | 2505 | 2.9% |
| 2.15 | 2291 | 2.7% |
| 2.25 | 2167 | 2.5% |
| 2.3 | 2079 | 2.4% |
| 2.4 | 2039 | 2.4% |
| 2.2 | 2037 | 2.4% |
| 1.75 | 2007 | 2.4% |
| Other values (210) | 62025 |
| Value | Count | Frequency (%) |
| 1.03 | 12 | < 0.1% |
| 1.04 | 6 | < 0.1% |
| 1.05 | 78 | 0.1% |
| 1.06 | 90 | 0.1% |
| 1.07 | 72 | 0.1% |
| 1.08 | 198 | |
| 1.09 | 90 | 0.1% |
| 1.1 | 168 | |
| 1.11 | 126 | |
| 1.12 | 240 |
| Value | Count | Frequency (%) |
| 34 | 6 | < 0.1% |
| 21 | 15 | |
| 19 | 6 | < 0.1% |
| 18 | 5 | < 0.1% |
| 17 | 11 | |
| 16.5 | 7 | < 0.1% |
| 16 | 12 | |
| 15.5 | 11 | |
| 15 | 18 | |
| 14.5 | 12 |
IWH
Real number (ℝ)
| Distinct | 146 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.4392142 |
| Minimum | 1.05 |
|---|---|
| Maximum | 20 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | 1.05 |
|---|---|
| 5-th percentile | 1.25 |
| Q1 | 1.7 |
| median | 2.1 |
| Q3 | 2.6 |
| 95-th percentile | 5.1 |
| Maximum | 20 |
| Range | 18.95 |
| Interquartile range (IQR) | 0.9 |
Descriptive statistics
| Standard deviation | 1.420259 |
|---|---|
| Coefficient of variation (CV) | 0.58226087 |
| Kurtosis | 17.938802 |
| Mean | 2.4392142 |
| Median Absolute Deviation (MAD) | 0.45 |
| Skewness | 3.4942613 |
| Sum | 207630.79 |
| Variance | 2.0171356 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2 | 5315 | 6.2% |
| 2.1 | 4970 | 5.8% |
| 2.2 | 4647 | 5.5% |
| 1.9 | 4088 | 4.8% |
| 2.3 | 3906 | 4.6% |
| 2.4 | 3219 | 3.8% |
| 1.8 | 3052 | 3.6% |
| 2.5 | 2729 | 3.2% |
| 2.6 | 2629 | 3.1% |
| 1.85 | 2331 | 2.7% |
| Other values (136) | 48236 |
| Value | Count | Frequency (%) |
| 1.05 | 84 | 0.1% |
| 1.07 | 198 | 0.2% |
| 1.08 | 48 | 0.1% |
| 1.1 | 276 | |
| 1.11 | 42 | < 0.1% |
| 1.12 | 360 | |
| 1.13 | 12 | < 0.1% |
| 1.15 | 510 | |
| 1.17 | 384 | |
| 1.18 | 42 | < 0.1% |
| Value | Count | Frequency (%) |
| 20 | 11 | < 0.1% |
| 15 | 19 | < 0.1% |
| 14 | 50 | |
| 13 | 53 | |
| 12.5 | 21 | < 0.1% |
| 12 | 96 | |
| 11.5 | 12 | < 0.1% |
| 11 | 77 | |
| 10.5 | 30 | < 0.1% |
| 10.3 | 50 |
LBH
Real number (ℝ)
| Distinct | 119 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.4959032 |
| Minimum | 1.04 |
|---|---|
| Maximum | 26 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | 1.04 |
|---|---|
| 5-th percentile | 1.25 |
| Q1 | 1.67 |
| median | 2.1 |
| Q3 | 2.62 |
| 95-th percentile | 5.5 |
| Maximum | 26 |
| Range | 24.96 |
| Interquartile range (IQR) | 0.95 |
Descriptive statistics
| Standard deviation | 1.5899034 |
|---|---|
| Coefficient of variation (CV) | 0.63700525 |
| Kurtosis | 22.841074 |
| Mean | 2.4959032 |
| Median Absolute Deviation (MAD) | 0.48 |
| Skewness | 3.8426793 |
| Sum | 212456.27 |
| Variance | 2.5277929 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.1 | 3977 | 4.7% |
| 2 | 3850 | 4.5% |
| 2.2 | 3169 | 3.7% |
| 2.25 | 2877 | 3.4% |
| 1.8 | 2764 | 3.2% |
| 2.5 | 2643 | 3.1% |
| 1.91 | 2563 | 3.0% |
| 2.4 | 2043 | 2.4% |
| 1.83 | 1970 | 2.3% |
| 2.38 | 1965 | 2.3% |
| Other values (109) | 57301 |
| Value | Count | Frequency (%) |
| 1.04 | 18 | < 0.1% |
| 1.05 | 72 | 0.1% |
| 1.06 | 36 | < 0.1% |
| 1.07 | 126 | |
| 1.08 | 150 | |
| 1.09 | 114 | |
| 1.1 | 198 | |
| 1.11 | 114 | |
| 1.12 | 216 | |
| 1.13 | 30 | < 0.1% |
| Value | Count | Frequency (%) |
| 26 | 6 | < 0.1% |
| 23 | 5 | < 0.1% |
| 21 | 6 | < 0.1% |
| 19 | 14 | < 0.1% |
| 17 | 23 | < 0.1% |
| 15 | 79 | |
| 13 | 151 | |
| 12 | 166 | |
| 11 | 132 | |
| 10.5 | 6 | < 0.1% |
WHH
Real number (ℝ)
| Distinct | 116 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5517918 |
| Minimum | 1.02 |
|---|---|
| Maximum | 26 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | 1.02 |
|---|---|
| 5-th percentile | 1.25 |
| Q1 | 1.7 |
| median | 2.1 |
| Q3 | 2.7 |
| 95-th percentile | 5.5 |
| Maximum | 26 |
| Range | 24.98 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.6711369 |
|---|---|
| Coefficient of variation (CV) | 0.65488763 |
| Kurtosis | 23.643049 |
| Mean | 2.5517918 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 3.9555182 |
| Sum | 217213.62 |
| Variance | 2.7926984 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.5 | 3090 | 3.6% |
| 2 | 3047 | 3.6% |
| 2.1 | 2958 | 3.5% |
| 2.3 | 2868 | 3.4% |
| 2.4 | 2837 | 3.3% |
| 2.2 | 2569 | 3.0% |
| 1.91 | 2564 | 3.0% |
| 2.05 | 2315 | 2.7% |
| 2.25 | 2216 | 2.6% |
| 1.44 | 2207 | 2.6% |
| Other values (106) | 58451 |
| Value | Count | Frequency (%) |
| 1.02 | 6 | < 0.1% |
| 1.04 | 12 | < 0.1% |
| 1.05 | 54 | 0.1% |
| 1.06 | 84 | 0.1% |
| 1.07 | 42 | < 0.1% |
| 1.08 | 216 | |
| 1.1 | 270 | |
| 1.11 | 132 | 0.2% |
| 1.12 | 156 | 0.2% |
| 1.14 | 432 |
| Value | Count | Frequency (%) |
| 26 | 6 | < 0.1% |
| 23 | 5 | < 0.1% |
| 21 | 19 | < 0.1% |
| 19 | 11 | < 0.1% |
| 17 | 42 | < 0.1% |
| 15 | 146 | |
| 13 | 108 | |
| 12 | 219 | |
| 11 | 184 | |
| 10.5 | 12 | < 0.1% |
VCH
Real number (ℝ)
| Distinct | 156 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6233912 |
| Minimum | 1.03 |
|---|---|
| Maximum | 36 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | 1.03 |
|---|---|
| 5-th percentile | 1.25 |
| Q1 | 1.7 |
| median | 2.1 |
| Q3 | 2.75 |
| 95-th percentile | 5.75 |
| Maximum | 36 |
| Range | 34.97 |
| Interquartile range (IQR) | 1.05 |
Descriptive statistics
| Standard deviation | 1.8911879 |
|---|---|
| Coefficient of variation (CV) | 0.72089435 |
| Kurtosis | 35.770315 |
| Mean | 2.6233912 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 4.6598604 |
| Sum | 223308.3 |
| Variance | 3.5765916 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.1 | 3205 | 3.8% |
| 2 | 3035 | 3.6% |
| 2.2 | 2755 | 3.2% |
| 2.3 | 2346 | 2.8% |
| 2.5 | 2341 | 2.8% |
| 2.05 | 2320 | 2.7% |
| 2.25 | 2194 | 2.6% |
| 2.4 | 1803 | 2.1% |
| 1.8 | 1795 | 2.1% |
| 2.15 | 1787 | 2.1% |
| Other values (146) | 61541 |
| Value | Count | Frequency (%) |
| 1.03 | 12 | < 0.1% |
| 1.04 | 30 | < 0.1% |
| 1.05 | 36 | < 0.1% |
| 1.06 | 174 | |
| 1.07 | 78 | |
| 1.08 | 54 | 0.1% |
| 1.083 | 6 | < 0.1% |
| 1.09 | 138 | |
| 1.1 | 156 | |
| 1.11 | 108 |
| Value | Count | Frequency (%) |
| 36 | 6 | < 0.1% |
| 31 | 5 | < 0.1% |
| 29 | 11 | < 0.1% |
| 26 | 2 | < 0.1% |
| 23 | 11 | < 0.1% |
| 22 | 6 | < 0.1% |
| 21 | 23 | |
| 20 | 13 | < 0.1% |
| 19 | 41 | |
| 18 | 38 |
avgOdds
Real number (ℝ)
| Distinct | 2266 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5268982 |
| Minimum | 1.042 |
|---|---|
| Maximum | 28.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | 1.042 |
|---|---|
| 5-th percentile | 1.258 |
| Q1 | 1.682 |
| median | 2.1 |
| Q3 | 2.684 |
| 95-th percentile | 5.52 |
| Maximum | 28.4 |
| Range | 27.358 |
| Interquartile range (IQR) | 1.002 |
Descriptive statistics
| Standard deviation | 1.6247736 |
|---|---|
| Coefficient of variation (CV) | 0.64299131 |
| Kurtosis | 23.844992 |
| Mean | 2.5268982 |
| Median Absolute Deviation (MAD) | 0.478 |
| Skewness | 3.8963364 |
| Sum | 215094.63 |
| Variance | 2.6398891 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.04 | 526 | 0.6% |
| 2.05 | 515 | 0.6% |
| 2.21 | 485 | 0.6% |
| 2.2 | 474 | 0.6% |
| 2.15 | 463 | 0.5% |
| 2.12 | 457 | 0.5% |
| 2.16 | 436 | 0.5% |
| 2.13 | 420 | 0.5% |
| 2.1 | 409 | 0.5% |
| 2.09 | 403 | 0.5% |
| Other values (2256) | 80534 |
| Value | Count | Frequency (%) |
| 1.042 | 12 | |
| 1.044 | 6 | |
| 1.048 | 6 | |
| 1.05 | 6 | |
| 1.052 | 12 | |
| 1.054 | 6 | |
| 1.054 | 6 | |
| 1.056 | 6 | |
| 1.056 | 6 | |
| 1.058 | 6 |
| Value | Count | Frequency (%) |
| 28.4 | 6 | |
| 22.4 | 5 | |
| 20.8 | 5 | |
| 20.4 | 6 | |
| 19.5 | 2 | < 0.1% |
| 19.4 | 6 | |
| 18.4 | 5 | |
| 17.1 | 5 | |
| 17 | 6 | |
| 16.7 | 6 |
id_y
Real number (ℝ)
| Distinct | 924 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 733.76216 |
| Minimum | 10 |
|---|---|
| Maximum | 1450 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 85 |
| Q1 | 347 |
| median | 777 |
| Q3 | 1119 |
| 95-th percentile | 1376 |
| Maximum | 1450 |
| Range | 1440 |
| Interquartile range (IQR) | 772 |
Descriptive statistics
| Standard deviation | 424.13519 |
|---|---|
| Coefficient of variation (CV) | 0.57802815 |
| Kurtosis | -1.2667832 |
| Mean | 733.76216 |
| Median Absolute Deviation (MAD) | 374 |
| Skewness | -0.055996648 |
| Sum | 62459303 |
| Variance | 179890.66 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 503 | 152 | 0.2% |
| 1282 | 152 | 0.2% |
| 504 | 152 | 0.2% |
| 1311 | 152 | 0.2% |
| 801 | 152 | 0.2% |
| 802 | 152 | 0.2% |
| 803 | 152 | 0.2% |
| 804 | 152 | 0.2% |
| 805 | 152 | 0.2% |
| 806 | 152 | 0.2% |
| Other values (914) | 83602 |
| Value | Count | Frequency (%) |
| 10 | 56 | 0.1% |
| 11 | 56 | 0.1% |
| 12 | 56 | 0.1% |
| 13 | 56 | 0.1% |
| 14 | 56 | 0.1% |
| 15 | 56 | 0.1% |
| 16 | 150 | |
| 17 | 150 | |
| 18 | 150 | |
| 19 | 150 |
| Value | Count | Frequency (%) |
| 1450 | 76 | |
| 1449 | 76 | |
| 1448 | 76 | |
| 1447 | 76 | |
| 1446 | 76 | |
| 1445 | 76 | |
| 1433 | 19 | < 0.1% |
| 1432 | 19 | < 0.1% |
| 1431 | 19 | < 0.1% |
| 1430 | 19 | < 0.1% |
buildUpPlaySpeed
Real number (ℝ)
| Distinct | 56 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.730363 |
| Minimum | 20 |
|---|---|
| Maximum | 80 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 34 |
| Q1 | 46 |
| median | 54 |
| Q3 | 64 |
| 95-th percentile | 70 |
| Maximum | 80 |
| Range | 60 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 11.711764 |
|---|---|
| Coefficient of variation (CV) | 0.21797292 |
| Kurtosis | -0.39967199 |
| Mean | 53.730363 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | -0.37647729 |
| Sum | 4573636 |
| Variance | 137.16542 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 65 | 5332 | 6.3% |
| 60 | 4734 | 5.6% |
| 50 | 4686 | 5.5% |
| 45 | 4255 | 5.0% |
| 70 | 4068 | 4.8% |
| 49 | 3968 | 4.7% |
| 55 | 3550 | 4.2% |
| 48 | 3499 | 4.1% |
| 64 | 3155 | 3.7% |
| 35 | 2857 | 3.4% |
| Other values (46) | 45018 |
| Value | Count | Frequency (%) |
| 20 | 436 | 0.5% |
| 23 | 19 | < 0.1% |
| 24 | 398 | 0.5% |
| 25 | 304 | 0.4% |
| 26 | 245 | 0.3% |
| 28 | 114 | 0.1% |
| 29 | 246 | 0.3% |
| 30 | 1756 | |
| 31 | 272 | 0.3% |
| 32 | 155 | 0.2% |
| Value | Count | Frequency (%) |
| 80 | 19 | < 0.1% |
| 78 | 284 | 0.3% |
| 77 | 133 | 0.2% |
| 76 | 363 | 0.4% |
| 75 | 851 | 1.0% |
| 74 | 134 | 0.2% |
| 73 | 395 | 0.5% |
| 72 | 428 | 0.5% |
| 71 | 681 | 0.8% |
| 70 | 4068 |
buildUpPlayPassing
Real number (ℝ)
| Distinct | 58 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.597531 |
| Minimum | 20 |
|---|---|
| Maximum | 80 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 38 |
| median | 48 |
| Q3 | 55 |
| 95-th percentile | 68 |
| Maximum | 80 |
| Range | 60 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 11.41386 |
|---|---|
| Coefficient of variation (CV) | 0.23979942 |
| Kurtosis | -0.52304672 |
| Mean | 47.597531 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.20380629 |
| Sum | 4051597 |
| Variance | 130.2762 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 50 | 7836 | 9.2% |
| 35 | 5282 | 6.2% |
| 30 | 4719 | 5.5% |
| 40 | 4195 | 4.9% |
| 55 | 3983 | 4.7% |
| 52 | 3855 | 4.5% |
| 45 | 3288 | 3.9% |
| 48 | 2824 | 3.3% |
| 65 | 2800 | 3.3% |
| 38 | 2768 | 3.3% |
| Other values (48) | 43572 |
| Value | Count | Frequency (%) |
| 20 | 150 | 0.2% |
| 22 | 136 | 0.2% |
| 23 | 303 | 0.4% |
| 24 | 245 | 0.3% |
| 25 | 152 | 0.2% |
| 26 | 416 | 0.5% |
| 27 | 19 | < 0.1% |
| 28 | 136 | 0.2% |
| 29 | 591 | 0.7% |
| 30 | 4719 |
| Value | Count | Frequency (%) |
| 80 | 152 | 0.2% |
| 79 | 38 | < 0.1% |
| 77 | 17 | < 0.1% |
| 75 | 190 | 0.2% |
| 74 | 38 | < 0.1% |
| 73 | 570 | 0.7% |
| 72 | 342 | 0.4% |
| 71 | 102 | 0.1% |
| 70 | 2414 | |
| 69 | 311 | 0.4% |
chanceCreationPassing
Real number (ℝ)
| Distinct | 49 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.902352 |
| Minimum | 21 |
|---|---|
| Maximum | 80 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | 21 |
|---|---|
| 5-th percentile | 34 |
| Q1 | 46 |
| median | 52 |
| Q3 | 62 |
| 95-th percentile | 70 |
| Maximum | 80 |
| Range | 59 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 11.250055 |
|---|---|
| Coefficient of variation (CV) | 0.212657 |
| Kurtosis | -0.66446353 |
| Mean | 52.902352 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.11501566 |
| Sum | 4503154 |
| Variance | 126.56374 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| 50 | 6046 | 7.1% |
| 49 | 5471 | 6.4% |
| 52 | 4582 | 5.4% |
| 55 | 4281 | 5.0% |
| 70 | 4236 | 5.0% |
| 65 | 4228 | 5.0% |
| 48 | 3612 | 4.2% |
| 68 | 3470 | 4.1% |
| 53 | 3203 | 3.8% |
| 60 | 2873 | 3.4% |
| Other values (39) | 43120 |
| Value | Count | Frequency (%) |
| 21 | 136 | 0.2% |
| 28 | 304 | 0.4% |
| 30 | 2284 | |
| 31 | 133 | 0.2% |
| 32 | 404 | 0.5% |
| 33 | 128 | 0.2% |
| 34 | 901 | 1.1% |
| 35 | 2693 | |
| 36 | 762 | 0.9% |
| 37 | 1407 |
| Value | Count | Frequency (%) |
| 80 | 152 | 0.2% |
| 77 | 360 | 0.4% |
| 76 | 145 | 0.2% |
| 73 | 224 | 0.3% |
| 72 | 1010 | 1.2% |
| 71 | 602 | 0.7% |
| 70 | 4236 | |
| 69 | 1368 | 1.6% |
| 68 | 3470 | |
| 67 | 1381 | 1.6% |
chanceCreationCrossing
Real number (ℝ)
| Distinct | 55 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54.398604 |
| Minimum | 20 |
|---|---|
| Maximum | 80 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 34 |
| Q1 | 48 |
| median | 54 |
| Q3 | 64 |
| 95-th percentile | 70 |
| Maximum | 80 |
| Range | 60 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 11.489602 |
|---|---|
| Coefficient of variation (CV) | 0.21121135 |
| Kurtosis | -0.4087076 |
| Mean | 54.398604 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.29743051 |
| Sum | 4630518 |
| Variance | 132.01097 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 70 | 5275 | 6.2% |
| 50 | 5241 | 6.2% |
| 52 | 4995 | 5.9% |
| 60 | 4823 | 5.7% |
| 65 | 4713 | 5.5% |
| 54 | 3990 | 4.7% |
| 55 | 3303 | 3.9% |
| 51 | 3054 | 3.6% |
| 45 | 2836 | 3.3% |
| 53 | 2549 | 3.0% |
| Other values (45) | 44343 |
| Value | Count | Frequency (%) |
| 20 | 169 | 0.2% |
| 23 | 38 | < 0.1% |
| 24 | 152 | 0.2% |
| 25 | 190 | 0.2% |
| 26 | 272 | 0.3% |
| 27 | 38 | < 0.1% |
| 30 | 1243 | |
| 31 | 728 | 0.9% |
| 33 | 307 | 0.4% |
| 34 | 1961 |
| Value | Count | Frequency (%) |
| 80 | 300 | 0.4% |
| 78 | 450 | 0.5% |
| 77 | 318 | 0.4% |
| 76 | 380 | 0.4% |
| 75 | 148 | 0.2% |
| 74 | 171 | 0.2% |
| 73 | 800 | 0.9% |
| 72 | 1204 | 1.4% |
| 71 | 399 | 0.5% |
| 70 | 5275 |
chanceCreationShooting
Real number (ℝ)
| Distinct | 54 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54.578758 |
| Minimum | 22 |
|---|---|
| Maximum | 80 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | 22 |
|---|---|
| 5-th percentile | 35 |
| Q1 | 49 |
| median | 54 |
| Q3 | 64 |
| 95-th percentile | 70 |
| Maximum | 80 |
| Range | 58 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 11.068437 |
|---|---|
| Coefficient of variation (CV) | 0.20279752 |
| Kurtosis | -0.36139293 |
| Mean | 54.578758 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | -0.21833654 |
| Sum | 4645853 |
| Variance | 122.51029 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 50 | 7752 | 9.1% |
| 70 | 7116 | 8.4% |
| 55 | 5322 | 6.3% |
| 52 | 4797 | 5.6% |
| 65 | 4317 | 5.1% |
| 53 | 3174 | 3.7% |
| 60 | 3049 | 3.6% |
| 64 | 2957 | 3.5% |
| 49 | 2774 | 3.3% |
| 56 | 2741 | 3.2% |
| Other values (44) | 41123 |
| Value | Count | Frequency (%) |
| 22 | 136 | 0.2% |
| 23 | 301 | 0.4% |
| 24 | 152 | 0.2% |
| 29 | 263 | 0.3% |
| 30 | 478 | 0.6% |
| 31 | 151 | 0.2% |
| 32 | 418 | 0.5% |
| 33 | 130 | 0.2% |
| 34 | 936 | |
| 35 | 1936 |
| Value | Count | Frequency (%) |
| 80 | 604 | 0.7% |
| 79 | 152 | 0.2% |
| 78 | 135 | 0.2% |
| 77 | 38 | < 0.1% |
| 76 | 134 | 0.2% |
| 75 | 340 | 0.4% |
| 73 | 539 | 0.6% |
| 72 | 1106 | 1.3% |
| 71 | 253 | 0.3% |
| 70 | 7116 |
defencePressure
Real number (ℝ)
| Distinct | 48 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.709652 |
| Minimum | 23 |
|---|---|
| Maximum | 72 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | 23 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 39 |
| median | 46 |
| Q3 | 54 |
| 95-th percentile | 66 |
| Maximum | 72 |
| Range | 49 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 10.469532 |
|---|---|
| Coefficient of variation (CV) | 0.22414066 |
| Kurtosis | -0.30892706 |
| Mean | 46.709652 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.31831579 |
| Sum | 3976019 |
| Variance | 109.61111 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=48)
| Value | Count | Frequency (%) |
| 45 | 7412 | 8.7% |
| 35 | 5005 | 5.9% |
| 47 | 4541 | 5.3% |
| 50 | 3992 | 4.7% |
| 30 | 3917 | 4.6% |
| 70 | 3635 | 4.3% |
| 55 | 3402 | 4.0% |
| 49 | 3181 | 3.7% |
| 43 | 3155 | 3.7% |
| 40 | 3051 | 3.6% |
| Other values (38) | 43831 |
| Value | Count | Frequency (%) |
| 23 | 450 | 0.5% |
| 24 | 55 | 0.1% |
| 25 | 459 | 0.5% |
| 26 | 313 | 0.4% |
| 27 | 168 | 0.2% |
| 28 | 236 | 0.3% |
| 29 | 266 | 0.3% |
| 30 | 3917 | |
| 31 | 300 | 0.4% |
| 32 | 186 | 0.2% |
| Value | Count | Frequency (%) |
| 72 | 136 | 0.2% |
| 70 | 3635 | |
| 68 | 305 | 0.4% |
| 67 | 152 | 0.2% |
| 66 | 438 | 0.5% |
| 65 | 1465 | |
| 64 | 879 | 1.0% |
| 63 | 893 | 1.0% |
| 62 | 266 | 0.3% |
| 61 | 892 | 1.0% |
defenceAggression
Real number (ℝ)
| Distinct | 46 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.087075 |
| Minimum | 27 |
|---|---|
| Maximum | 72 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | 27 |
|---|---|
| 5-th percentile | 34 |
| Q1 | 44 |
| median | 49 |
| Q3 | 56 |
| 95-th percentile | 70 |
| Maximum | 72 |
| Range | 45 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 9.712331 |
|---|---|
| Coefficient of variation (CV) | 0.19390893 |
| Kurtosis | -0.30067391 |
| Mean | 50.087075 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.22581158 |
| Sum | 4263512 |
| Variance | 94.329373 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=46)
| Value | Count | Frequency (%) |
| 45 | 8291 | 9.7% |
| 55 | 5188 | 6.1% |
| 70 | 4915 | 5.8% |
| 50 | 4872 | 5.7% |
| 47 | 4707 | 5.5% |
| 44 | 3663 | 4.3% |
| 48 | 3404 | 4.0% |
| 60 | 3375 | 4.0% |
| 52 | 2984 | 3.5% |
| 40 | 2908 | 3.4% |
| Other values (36) | 40815 |
| Value | Count | Frequency (%) |
| 27 | 57 | 0.1% |
| 28 | 114 | 0.1% |
| 29 | 17 | < 0.1% |
| 30 | 2602 | |
| 31 | 152 | 0.2% |
| 32 | 154 | 0.2% |
| 33 | 322 | 0.4% |
| 34 | 1233 | |
| 35 | 1309 | |
| 36 | 17 | < 0.1% |
| Value | Count | Frequency (%) |
| 72 | 136 | 0.2% |
| 71 | 134 | 0.2% |
| 70 | 4915 | |
| 69 | 134 | 0.2% |
| 68 | 229 | 0.3% |
| 67 | 851 | 1.0% |
| 66 | 429 | 0.5% |
| 65 | 2581 | |
| 64 | 186 | 0.2% |
| 63 | 813 | 1.0% |
defenceTeamWidth
Real number (ℝ)
| Distinct | 42 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.414946 |
| Minimum | 29 |
|---|---|
| Maximum | 73 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 MiB |
Quantile statistics
| Minimum | 29 |
|---|---|
| 5-th percentile | 35 |
| Q1 | 48 |
| median | 52 |
| Q3 | 58 |
| 95-th percentile | 70 |
| Maximum | 73 |
| Range | 44 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 9.307538 |
|---|---|
| Coefficient of variation (CV) | 0.17757412 |
| Kurtosis | -0.21973887 |
| Mean | 52.414946 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.060153316 |
| Sum | 4461665 |
| Variance | 86.630264 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=42)
| Value | Count | Frequency (%) |
| 50 | 9186 | 10.8% |
| 65 | 5418 | 6.4% |
| 51 | 4814 | 5.7% |
| 55 | 4723 | 5.5% |
| 49 | 4439 | 5.2% |
| 70 | 4135 | 4.9% |
| 53 | 3709 | 4.4% |
| 52 | 3684 | 4.3% |
| 54 | 3365 | 4.0% |
| 45 | 3346 | 3.9% |
| Other values (32) | 38303 |
| Value | Count | Frequency (%) |
| 29 | 102 | 0.1% |
| 30 | 1627 | |
| 32 | 173 | 0.2% |
| 33 | 74 | 0.1% |
| 34 | 316 | 0.4% |
| 35 | 2357 | |
| 36 | 528 | 0.6% |
| 37 | 440 | 0.5% |
| 38 | 1017 | |
| 39 | 1222 |
| Value | Count | Frequency (%) |
| 73 | 135 | 0.2% |
| 70 | 4135 | |
| 69 | 474 | 0.6% |
| 68 | 1613 | 1.9% |
| 67 | 727 | 0.9% |
| 66 | 588 | 0.7% |
| 65 | 5418 | |
| 64 | 911 | 1.1% |
| 63 | 589 | 0.7% |
| 62 | 775 | 0.9% |
| id_x | match_api_id | homeTeamID | away_team_api_id | B365H | BWH | IWH | LBH | WHH | VCH | avgOdds | id_y | buildUpPlaySpeed | buildUpPlayPassing | chanceCreationPassing | chanceCreationCrossing | chanceCreationShooting | defencePressure | defenceAggression | defenceTeamWidth | country_id | league_id | season | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| id_x | 1.000 | 0.292 | -0.087 | -0.085 | -0.036 | -0.022 | -0.024 | -0.026 | -0.028 | -0.026 | -0.025 | -0.069 | -0.178 | -0.224 | 0.128 | -0.073 | 0.133 | 0.076 | 0.035 | 0.140 | 0.860 | 0.860 | 0.252 |
| match_api_id | 0.292 | 1.000 | -0.021 | -0.026 | 0.021 | 0.045 | 0.036 | 0.054 | 0.058 | 0.054 | 0.049 | -0.002 | 0.000 | -0.045 | 0.009 | -0.028 | 0.027 | 0.002 | -0.002 | 0.011 | 0.000 | 0.000 | 1.000 |
| homeTeamID | -0.087 | -0.021 | 1.000 | -0.029 | -0.051 | -0.054 | -0.057 | -0.057 | -0.054 | -0.053 | -0.055 | 0.192 | -0.008 | -0.017 | -0.024 | 0.017 | -0.071 | -0.033 | -0.067 | -0.071 | 0.059 | 0.059 | 0.078 |
| away_team_api_id | -0.085 | -0.026 | -0.029 | 1.000 | 0.056 | 0.056 | 0.060 | 0.056 | 0.054 | 0.053 | 0.056 | 0.003 | 0.013 | 0.016 | -0.016 | 0.003 | -0.008 | -0.011 | -0.002 | -0.010 | 0.071 | 0.071 | 0.096 |
| B365H | -0.036 | 0.021 | -0.051 | 0.056 | 1.000 | 0.995 | 0.990 | 0.993 | 0.995 | 0.996 | 0.997 | 0.034 | 0.031 | 0.182 | -0.039 | 0.011 | -0.131 | -0.176 | -0.060 | -0.067 | 0.078 | 0.078 | 0.034 |
| BWH | -0.022 | 0.045 | -0.054 | 0.056 | 0.995 | 1.000 | 0.991 | 0.993 | 0.994 | 0.995 | 0.998 | 0.033 | 0.030 | 0.177 | -0.038 | 0.010 | -0.129 | -0.172 | -0.059 | -0.066 | 0.080 | 0.080 | 0.028 |
| IWH | -0.024 | 0.036 | -0.057 | 0.060 | 0.990 | 0.991 | 1.000 | 0.990 | 0.988 | 0.988 | 0.994 | 0.034 | 0.028 | 0.176 | -0.039 | 0.010 | -0.130 | -0.169 | -0.057 | -0.066 | 0.088 | 0.088 | 0.040 |
| LBH | -0.026 | 0.054 | -0.057 | 0.056 | 0.993 | 0.993 | 0.990 | 1.000 | 0.994 | 0.994 | 0.997 | 0.036 | 0.029 | 0.180 | -0.038 | 0.013 | -0.129 | -0.174 | -0.060 | -0.066 | 0.081 | 0.081 | 0.038 |
| WHH | -0.028 | 0.058 | -0.054 | 0.054 | 0.995 | 0.994 | 0.988 | 0.994 | 1.000 | 0.996 | 0.998 | 0.034 | 0.030 | 0.181 | -0.039 | 0.011 | -0.129 | -0.175 | -0.060 | -0.067 | 0.082 | 0.082 | 0.039 |
| VCH | -0.026 | 0.054 | -0.053 | 0.053 | 0.996 | 0.995 | 0.988 | 0.994 | 0.996 | 1.000 | 0.998 | 0.034 | 0.030 | 0.181 | -0.039 | 0.011 | -0.129 | -0.175 | -0.061 | -0.067 | 0.080 | 0.080 | 0.036 |
| avgOdds | -0.025 | 0.049 | -0.055 | 0.056 | 0.997 | 0.998 | 0.994 | 0.997 | 0.998 | 0.998 | 1.000 | 0.034 | 0.030 | 0.179 | -0.039 | 0.011 | -0.130 | -0.174 | -0.060 | -0.067 | 0.085 | 0.085 | 0.034 |
| id_y | -0.069 | -0.002 | 0.192 | 0.003 | 0.034 | 0.033 | 0.034 | 0.036 | 0.034 | 0.034 | 0.034 | 1.000 | -0.014 | 0.010 | 0.092 | 0.141 | 0.027 | 0.010 | -0.034 | 0.006 | 0.305 | 0.305 | 0.052 |
| buildUpPlaySpeed | -0.178 | 0.000 | -0.008 | 0.013 | 0.031 | 0.030 | 0.028 | 0.029 | 0.030 | 0.030 | 0.030 | -0.014 | 1.000 | 0.290 | 0.271 | 0.187 | 0.152 | -0.005 | 0.130 | -0.068 | 0.238 | 0.238 | 0.019 |
| buildUpPlayPassing | -0.224 | -0.045 | -0.017 | 0.016 | 0.182 | 0.177 | 0.176 | 0.180 | 0.181 | 0.181 | 0.179 | 0.010 | 0.290 | 1.000 | 0.191 | 0.238 | -0.096 | -0.173 | 0.050 | -0.053 | 0.240 | 0.240 | 0.022 |
| chanceCreationPassing | 0.128 | 0.009 | -0.024 | -0.016 | -0.039 | -0.038 | -0.039 | -0.038 | -0.039 | -0.039 | -0.039 | 0.092 | 0.271 | 0.191 | 1.000 | 0.244 | 0.143 | 0.191 | 0.159 | 0.039 | 0.276 | 0.276 | 0.018 |
| chanceCreationCrossing | -0.073 | -0.028 | 0.017 | 0.003 | 0.011 | 0.010 | 0.010 | 0.013 | 0.011 | 0.011 | 0.011 | 0.141 | 0.187 | 0.238 | 0.244 | 1.000 | 0.009 | 0.038 | 0.081 | 0.045 | 0.233 | 0.233 | 0.025 |
| chanceCreationShooting | 0.133 | 0.027 | -0.071 | -0.008 | -0.131 | -0.129 | -0.130 | -0.129 | -0.129 | -0.129 | -0.130 | 0.027 | 0.152 | -0.096 | 0.143 | 0.009 | 1.000 | 0.176 | 0.099 | 0.146 | 0.194 | 0.194 | 0.030 |
| defencePressure | 0.076 | 0.002 | -0.033 | -0.011 | -0.176 | -0.172 | -0.169 | -0.174 | -0.175 | -0.175 | -0.174 | 0.010 | -0.005 | -0.173 | 0.191 | 0.038 | 0.176 | 1.000 | 0.256 | 0.384 | 0.260 | 0.260 | 0.020 |
| defenceAggression | 0.035 | -0.002 | -0.067 | -0.002 | -0.060 | -0.059 | -0.057 | -0.060 | -0.060 | -0.061 | -0.060 | -0.034 | 0.130 | 0.050 | 0.159 | 0.081 | 0.099 | 0.256 | 1.000 | 0.056 | 0.218 | 0.218 | 0.021 |
| defenceTeamWidth | 0.140 | 0.011 | -0.071 | -0.010 | -0.067 | -0.066 | -0.066 | -0.066 | -0.067 | -0.067 | -0.067 | 0.006 | -0.068 | -0.053 | 0.039 | 0.045 | 0.146 | 0.384 | 0.056 | 1.000 | 0.276 | 0.276 | 0.024 |
| country_id | 0.860 | 0.000 | 0.059 | 0.071 | 0.078 | 0.080 | 0.088 | 0.081 | 0.082 | 0.080 | 0.085 | 0.305 | 0.238 | 0.240 | 0.276 | 0.233 | 0.194 | 0.260 | 0.218 | 0.276 | 1.000 | 1.000 | 0.000 |
| league_id | 0.860 | 0.000 | 0.059 | 0.071 | 0.078 | 0.080 | 0.088 | 0.081 | 0.082 | 0.080 | 0.085 | 0.305 | 0.238 | 0.240 | 0.276 | 0.233 | 0.194 | 0.260 | 0.218 | 0.276 | 1.000 | 1.000 | 0.000 |
| season | 0.252 | 1.000 | 0.078 | 0.096 | 0.034 | 0.028 | 0.040 | 0.038 | 0.039 | 0.036 | 0.034 | 0.052 | 0.019 | 0.022 | 0.018 | 0.025 | 0.030 | 0.020 | 0.021 | 0.024 | 0.000 | 0.000 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| id_x | country_id | league_id | season | date | match_api_id | homeTeamID | away_team_api_id | B365H | BWH | IWH | LBH | WHH | VCH | avgOdds | id_y | buildUpPlaySpeed | buildUpPlayPassing | chanceCreationPassing | chanceCreationCrossing | chanceCreationShooting | defencePressure | defenceAggression | defenceTeamWidth | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1729 | 1729 | 1729 | 2008/2009 | 2008-08-17 00:00:00 | 489042 | 10260 | 10261 | 1.29 | 1.3 | 1.3 | 1.25 | 1.25 | 1.28 | 1.276 | 807 | 70 | 45 | 45 | 70 | 65 | 40 | 50 | 40 |
| 1 | 1729 | 1729 | 1729 | 2008/2009 | 2008-08-17 00:00:00 | 489042 | 10260 | 10261 | 1.29 | 1.3 | 1.3 | 1.25 | 1.25 | 1.28 | 1.276 | 808 | 65 | 40 | 65 | 65 | 70 | 45 | 45 | 65 |
| 2 | 1729 | 1729 | 1729 | 2008/2009 | 2008-08-17 00:00:00 | 489042 | 10260 | 10261 | 1.29 | 1.3 | 1.3 | 1.25 | 1.25 | 1.28 | 1.276 | 809 | 46 | 54 | 46 | 60 | 55 | 40 | 50 | 56 |
| 3 | 1729 | 1729 | 1729 | 2008/2009 | 2008-08-17 00:00:00 | 489042 | 10260 | 10261 | 1.29 | 1.3 | 1.3 | 1.25 | 1.25 | 1.28 | 1.276 | 810 | 46 | 38 | 46 | 68 | 37 | 49 | 49 | 56 |
| 4 | 1729 | 1729 | 1729 | 2008/2009 | 2008-08-17 00:00:00 | 489042 | 10260 | 10261 | 1.29 | 1.3 | 1.3 | 1.25 | 1.25 | 1.28 | 1.276 | 811 | 46 | 54 | 49 | 72 | 56 | 42 | 41 | 56 |
| 5 | 1729 | 1729 | 1729 | 2008/2009 | 2008-08-17 00:00:00 | 489042 | 10260 | 10261 | 1.29 | 1.3 | 1.3 | 1.25 | 1.25 | 1.28 | 1.276 | 812 | 38 | 44 | 49 | 44 | 40 | 54 | 53 | 56 |
| 6 | 1739 | 1729 | 1729 | 2008/2009 | 2008-10-29 00:00:00 | 489132 | 10260 | 8654 | 1.20 | 1.2 | 1.2 | 1.20 | 1.20 | 1.20 | 1.200 | 807 | 70 | 45 | 45 | 70 | 65 | 40 | 50 | 40 |
| 7 | 1739 | 1729 | 1729 | 2008/2009 | 2008-10-29 00:00:00 | 489132 | 10260 | 8654 | 1.20 | 1.2 | 1.2 | 1.20 | 1.20 | 1.20 | 1.200 | 808 | 65 | 40 | 65 | 65 | 70 | 45 | 45 | 65 |
| 8 | 1739 | 1729 | 1729 | 2008/2009 | 2008-10-29 00:00:00 | 489132 | 10260 | 8654 | 1.20 | 1.2 | 1.2 | 1.20 | 1.20 | 1.20 | 1.200 | 809 | 46 | 54 | 46 | 60 | 55 | 40 | 50 | 56 |
| 9 | 1739 | 1729 | 1729 | 2008/2009 | 2008-10-29 00:00:00 | 489132 | 10260 | 8654 | 1.20 | 1.2 | 1.2 | 1.20 | 1.20 | 1.20 | 1.200 | 810 | 46 | 38 | 46 | 68 | 37 | 49 | 49 | 56 |
| id_x | country_id | league_id | season | date | match_api_id | homeTeamID | away_team_api_id | B365H | BWH | IWH | LBH | WHH | VCH | avgOdds | id_y | buildUpPlaySpeed | buildUpPlayPassing | chanceCreationPassing | chanceCreationCrossing | chanceCreationShooting | defencePressure | defenceAggression | defenceTeamWidth | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 85112 | 24529 | 21518 | 21518 | 2015/2016 | 2015-10-03 00:00:00 | 2030143 | 8306 | 8372 | 2.1 | 2.10 | 2.1 | 2.0 | 2.1 | 2.05 | 2.07 | 668 | 48 | 44 | 53 | 42 | 53 | 53 | 39 | 57 |
| 85113 | 24529 | 21518 | 21518 | 2015/2016 | 2015-10-03 00:00:00 | 2030143 | 8306 | 8372 | 2.1 | 2.10 | 2.1 | 2.0 | 2.1 | 2.05 | 2.07 | 669 | 48 | 44 | 53 | 42 | 53 | 53 | 39 | 57 |
| 85114 | 24529 | 21518 | 21518 | 2015/2016 | 2015-10-03 00:00:00 | 2030143 | 8306 | 8372 | 2.1 | 2.10 | 2.1 | 2.0 | 2.1 | 2.05 | 2.07 | 670 | 48 | 44 | 53 | 42 | 53 | 53 | 39 | 57 |
| 85115 | 24529 | 21518 | 21518 | 2015/2016 | 2015-10-03 00:00:00 | 2030143 | 8306 | 8372 | 2.1 | 2.10 | 2.1 | 2.0 | 2.1 | 2.05 | 2.07 | 671 | 48 | 44 | 53 | 42 | 53 | 53 | 39 | 57 |
| 85116 | 24550 | 21518 | 21518 | 2015/2016 | 2015-10-25 00:00:00 | 2030164 | 8306 | 10205 | 3.5 | 3.25 | 3.3 | 3.5 | 3.5 | 3.60 | 3.43 | 666 | 30 | 30 | 45 | 40 | 70 | 35 | 45 | 45 |
| 85117 | 24550 | 21518 | 21518 | 2015/2016 | 2015-10-25 00:00:00 | 2030164 | 8306 | 10205 | 3.5 | 3.25 | 3.3 | 3.5 | 3.5 | 3.60 | 3.43 | 667 | 54 | 56 | 67 | 61 | 59 | 48 | 56 | 67 |
| 85118 | 24550 | 21518 | 21518 | 2015/2016 | 2015-10-25 00:00:00 | 2030164 | 8306 | 10205 | 3.5 | 3.25 | 3.3 | 3.5 | 3.5 | 3.60 | 3.43 | 668 | 48 | 44 | 53 | 42 | 53 | 53 | 39 | 57 |
| 85119 | 24550 | 21518 | 21518 | 2015/2016 | 2015-10-25 00:00:00 | 2030164 | 8306 | 10205 | 3.5 | 3.25 | 3.3 | 3.5 | 3.5 | 3.60 | 3.43 | 669 | 48 | 44 | 53 | 42 | 53 | 53 | 39 | 57 |
| 85120 | 24550 | 21518 | 21518 | 2015/2016 | 2015-10-25 00:00:00 | 2030164 | 8306 | 10205 | 3.5 | 3.25 | 3.3 | 3.5 | 3.5 | 3.60 | 3.43 | 670 | 48 | 44 | 53 | 42 | 53 | 53 | 39 | 57 |
| 85121 | 24550 | 21518 | 21518 | 2015/2016 | 2015-10-25 00:00:00 | 2030164 | 8306 | 10205 | 3.5 | 3.25 | 3.3 | 3.5 | 3.5 | 3.60 | 3.43 | 671 | 48 | 44 | 53 | 42 | 53 | 53 | 39 | 57 |